From Google Cloud Blog · 40 stories
Open-source k8s-aibom automates AI Bill of Materials on GKE
The open-source tool k8s-aibom has been released to automate the generation of Machine Learning Bills of Materials (ML-BOMs) on Google Kubernetes Engine (GKE). This tool enhances visibility into AI workloads without requiring significant developer modifications, enabling smoother transitions of AI projects from pilot to production.
GKE Managed DRANET Now Supports GPUs and TPUs in Autopilot Clusters
Google Kubernetes Engine (GKE) has introduced support for GPUs and TPUs in its managed DRANET for autopilot clusters, simplifying deployment and resource management. This enables users to efficiently allocate networking resources and accelerate workloads using specialized compute resources without the need for extensive configurations.
Google Cloud introduces updated recertification process for cloud certifications
Google Cloud announces changes to its recertification process, allowing certified individuals to renew via skill badges and targeted courses instead of traditional exams. This new approach aims to address the rapid pace of skill obsolescence in the cloud technology landscape.
Google selects 33 startups for inaugural Gemini Startup Forum in cybersecurity
Google has announced the first cohort of 33 cybersecurity startups for its Gemini Startup Forum, which emphasizes the integration of AI in addressing key industry challenges. These startups will collaborate with experts from Google DeepMind and Google Cloud to enhance cybersecurity solutions across various focus areas such as autonomous agent protection and post-quantum cryptography.
Google integrates Threat Intelligence with Wiz ASM for proactive security
Google Threat Intelligence is integrating with Wiz Attack Surface Management to enhance proactive security measures. This integration aims to connect real-time threat intelligence with exploitable risks, helping organizations prioritize defenses against actual adversary activity.
Top 3 BGP Route Policy Use Cases Highlighted by Cloud Networking
Cloud Router's BGP route policies enable advanced routing control, simplifying configurations with named sets. Customers have leveraged these for route filtering, traffic path manipulation, and resource optimization.
Google Cloud Launches Updated 'Accelerate AI with Cloud Run' Roadshow for 2026
Google Cloud is revamping its 'Accelerate AI with Cloud Run' roadshow for 2026, emphasizing production-grade AI engineering. The curriculum now covers the full lifecycle of AI agents, focusing on practical applications and scaling on Cloud Run's serverless platform.
SOCRadar migrates to AlloyDB for enhanced threat detection capabilities
SOCRadar has migrated from PostgreSQL to AlloyDB, achieving a 20x performance boost and reduced operational overhead. This transition allows SOCRadar to deliver faster threat intelligence, critical for defending against cyberattacks.
Google Cloud receives Dutch DPIA approval for EU public sector use
Google Cloud has gained approval from the Dutch government following a rigorous Data Protection Impact Assessment (DPIA). This milestone assures EU public sector organizations of Google Cloud's compliance with data protection standards, encouraging broader adoption in the region.
IDC Study Finds Mandiant Consulting Yields Significant ROI for Organizations
A recent IDC study shows organizations using Mandiant Consulting report an average annual benefit of $4.3 million, resulting in a 268% ROI over three years with a payback period of 4.1 months. This highlights Mandiant's effectiveness in bridging technical security and financial performance for large organizations.
Google Cloud Updates Include New AI Models and TPU Enhancements
Google Cloud announced new features including Claude Sonnet 5 and enhancements to TPU model loading. These developments aim to improve AI task completion and model efficiency for enterprises.
Google Introduces Dynamic Architecture for Polymorphic Multi-Agent Systems Using ADK
Google has unveiled a new architectural approach for developing autonomous multi-agent workflows using its Agent Development Kit (ADK) and Gemini Flash. This aims to address challenges such as context window bloat and attention diffusion in enterprise environments faced with complex data structures and API schemas.
Google Cloud Introduces Multi-Node KV Cache Offloading for LLMs
Google Cloud has implemented a decentralized attention cache tier using Managed Lustre, enhancing LLM inference efficiency. This system allows for over 50% TCO savings and nearly 60% reduction in GPU-hour requirements for Llama-3.3-70B inference, addressing limitations of local storage pooling.
Conversational Analytics in BigQuery Now Generally Available
Google has released Conversational Analytics in BigQuery, enabling natural language queries for data analysis. This tool aims to empower both business and technical teams by streamlining access to insights, thereby reducing the time needed for data inquiries.
Google Cloud Monitoring introduces dynamic thresholding for anomaly detection
Google Cloud Monitoring has launched dynamic thresholding for PromQL alert policies, allowing users to configure alerts based on two years of historical metric data. This feature enables more flexible and accurate anomaly detection as it adjusts thresholds based on historical performance rather than static values.
Google Cloud announces new AI features and partnerships for June 2023
Google Cloud introduced several updates in June 2023 including the Open Knowledge Format for AI metadata. Collaborations with Apple and the launch of Anthropic's Claude Fable 5 model on Google Cloud were also highlighted. These developments enhance the capabilities and security of AI applications in the cloud.
Google Cloud Introduces AlloyDB Omni for Financial Services Modernization
Google Cloud has launched AlloyDB Omni aimed at modernizing financial services by addressing compliance, speed, and data sovereignty challenges. This new hybrid database solution allows organizations to escape vendor lock-in and leverage cloud-native technologies while maintaining control over their data, crucial for meeting regulatory demands.
Google Spanner Enhances Multi-Model Architecture for AI Integration
Google's Spanner database is evolving to support a unified multi-model architecture for generative AI and autonomous workflows. This shift addresses the need for databases to serve as critical context engines, enabling AI models to leverage diverse data formats in real-time.
Google BigQuery launches AI.AGG function for enhanced data analysis
Google introduced the preview of the BigQuery AI.AGG() function, allowing users to summarize unstructured data using natural-language instructions in SQL. This development enables more efficient analysis of large datasets, particularly for identifying trends and insights from logs and other unstructured data formats.
PayPal Migrates Analytics Workloads to Google's Managed Service for Apache Spark
PayPal migrated its analytics workloads from on-premise Hadoop to Google's Managed Service for Apache Spark. This move addresses challenges with scalability and operational overhead in PayPal's previous analytics environment.
Mandiant Details Advanced Software Supply Chain Attack Tactics and Defense Strategies
Mandiant reports that sophisticated threat actors are targeting software supply chains by compromising security tools, developer workstations, and manipulating CI/CD pipelines. The firm outlines a multi-layered defense-in-depth approach across five pillars of the software development lifecycle to counter these evolving threats. This analysis provides actionable guidance for architects to secure the SDLC against active exploitation and architectural vulnerabilities.
Mandiant Highlights Risks of Exposed Serverless Applications
Mandiant warns that publicly exposed serverless applications often lack authentication and can lead to serious compromises in cloud environments. The report provides guidance on how to secure these vulnerable deployments, which are increasingly used in AI workflows.
Evaluating AI Agents: A Call for Detailed Assessment Frameworks
Google's Data Cloud team emphasizes the need for nuanced evaluations of AI agents, moving beyond simple pass/fail metrics. Their approach aims to provide a deeper understanding of an agent's performance, particularly in data retrieval tasks, highlighting the challenges of vague user queries.
DevFest 2026 Announced for October 1 to December 31, Focusing on Google AI Technologies
DevFest 2026 will take place from October 1 to December 31, 2026, bringing together developers globally for community-led technology conferences. The event focuses on hands-on experience with Google's AI technologies and tools, emphasizing building, securing, and scaling in the "Agentic Era."
Google Cloud Named a Leader in Forrester Wave™: Public Cloud Platforms, Q3 2026 Report
Google Cloud was recognized as a Leader in The Forrester Wave™: Public Cloud Platforms, Q3 2026 report, achieving the highest overall score among evaluated providers. This recognition highlights Google Cloud's performance across 30 criteria, including AI development, database, analytics, and security services.
Google Recognized as a Leader in External Threat Intelligence by Forrester Wave
Google has been named a Leader in The Forrester Wave™: External Threat Intelligence Service Providers, Q3 2026 report. The company received the highest possible score across nine criteria, including Deep and Dark Web Monitoring and Intelligence Collection Sources, due to its threat intelligence expertise and AI capabilities.
Orange Implements "FinOps Clean Days" to Improve Cloud Cost Accountability
Orange, a multinational telecom provider, has introduced "FinOps Clean Days" and gamified hackathons to foster cloud cost accountability among engineering teams. These initiatives aim to address the industry challenge of getting engineers to take action on FinOps recommendations, promoting shared responsibility and accelerating AI adoption ROI.
Google Finance Engineering automates Spanner dual-write migrations with Antigravity CLI
Google's Finance Engineering team developed an automated refactoring pipeline using Antigravity CLI to migrate legacy data layers to Spanner. This automation addresses the challenge of manually rewriting dual-write logic across Data Access Objects (DAOs) for high-throughput production services, which is prone to error and time-consuming. The solution accelerates migration velocity while maintaining data parity during the transition.
BigQuery introduces identity columns for automatic sequential ID generation
BigQuery has launched identity columns, a new feature that automatically generates sequential 64-bit integer values for tables. This simplifies data ingestion and reduces pipeline complexity by shifting unique identifier generation to BigQuery.
Google Cloud introduces VPC Service Controls policy intelligence tools for simplified perimeter management
Google Cloud has released new policy intelligence capabilities for VPC Service Controls (VPC-SC), including a violation analyzer and dashboard. These tools aim to simplify policy management and troubleshooting for cloud environments, helping to protect against data exfiltration and insider threats.
Deutsche Bank develops AI platform with Google Cloud for operational resilience
Deutsche Bank developed an AI-powered agentic resilience platform with Google Cloud to modernize its regulatory tabletop resilience exercises. This platform uses operational data to generate scenarios and evidence, transforming manual preparation into continuous intelligence for financial institutions facing stricter regulations like DORA.
Looker Introduces Agentic Workflows for Automated Data Monitoring and Root-Cause Analysis
Looker has launched Agentic Workflows in preview, a new feature that automates metric monitoring and root-cause analysis using intelligent background agents. This capability allows users to set up continuous monitoring routines and receive diagnostic summaries when thresholds are crossed, reducing the need for manual data investigation.
Best Buy adopts Google Cloud Workforce Identity Federation for AI workloads
Best Buy implemented Google Cloud's Workforce Identity Federation to manage access for thousands of backend users from Microsoft Entra ID, addressing risks and administrative friction in its expanding AI and analytics operations. This change allows developers to securely access cloud resources using existing Microsoft credentials, eliminating the need for separate identity stores and improving auditability and scalability.
Google Cloud CISO Directors Advise Cybersecurity Startups on Engaging CISOs
Google Cloud's Office of the CISO directors, Alicja Cade and Nick Godfrey, provided guidance for cybersecurity startups on how to effectively partner with CISOs. They emphasized that understanding CISO needs and building strategic relationships are crucial for startups to succeed and address security challenges.
Pine59 Migrates to Managed Airflow 3 on Google Cloud for Improved Data Pipeline Orchestration
Pine59, a location intelligence data provider, migrated its data pipeline orchestration to Managed Service for Apache Airflow (Gen 3) running Airflow 3 on Google Cloud. This transition improved processing speed, task scheduling, and stability for its data-intensive operations, including ML inference workloads.
KDDI reduced latency by 38% in its consumer RAG app, Buffmee, using an automated evaluation framework
KDDI, a Japanese telecommunications carrier, developed Buffmee, a consumer Retrieval-Augmented Generation (RAG) app, and reduced its total application response latency by 38% and improved Time to First Token (TTFT) by nearly 18%. This was achieved by implementing an automated evaluation framework and performance optimization techniques to address initial latency issues when grounding diverse proprietary content.
Google Cloud introduces Governance Agent for automated data governance
Google Cloud has introduced the Governance Agent project, which aims to automate data governance by propagating metadata from upstream tables to downstream views. This initiative addresses the common problem of lost data context as data flows through pipelines, reducing the manual effort required for data documentation and tagging.
Google Cloud CISO Emphasizes Security Fundamentals Amidst AI-Powered Threats
Google Cloud CISO Chris Betz states that traditional security fundamentals like MFA and Zero Trust are more critical than ever to defend against AI-accelerated threats. Betz argues that AI enables adversaries to execute highly-specific, customized attacks at unprecedented speed, making foundational security practices the primary differentiator between resilience and vulnerability.
Google Cloud CISOs advocate for AI threat defense as a boardroom priority
Google Cloud CISOs Chris Betz and Alicja Cade state that AI threat defense is now a critical boardroom baseline for business agility. They emphasize that security should be viewed as a business enabler, especially with the rapid adoption of generative AI, and recommend an AI-native, agentic, and open defensive strategy.
Google AI Cloud Developer Advocates Detail Graph Workflows in ADK for Executable Processes
Google AI Cloud Developer Advocates explain how to use graph workflows within the Agent Development Kit (ADK) to create executable processes. The article details how to break down tasks into nodes and edges, enabling parallel execution, decision routing, human intervention, and dynamic orchestration for complex operations like refund processing.